Overview

Dataset info

Number of variables65
Number of observations7027
Missing cells5835 (1.3%)
Duplicate rows82 (1.2%)
Total size in memory3.5 MiB
Average record size in memory520.0 B

Variables types

Numeric32
Categorical0
Boolean1
Date0
URL0
Text (Unique)0
Rejected32
Unsupported0

Warnings

Dataset has 82 (1.2%) duplicate rows Warning
X1 is highly skewed (γ1 = -49.92198157) Skewed
X10 is highly skewed (γ1 = 26.09662154) Skewed
X11 is highly skewed (γ1 = 28.67046431) Skewed
X12 is highly skewed (γ1 = 45.17330748) Skewed
X13 is highly skewed (γ1 = 82.53480176) Skewed
X14 is highly correlated with X11 (ρ = 0.9943885019) Rejected
X15 is highly skewed (γ1 = -30.68488481) Skewed
X16 is highly skewed (γ1 = 57.60378388) Skewed
X17 is highly correlated with X16 (ρ = 0.9079041344) Rejected
X18 is highly correlated with X14 (ρ = 1) Rejected
X19 is highly skewed (γ1 = 57.96436487) Skewed
X2 is highly skewed (γ1 = 79.39007877) Skewed
X20 is highly correlated with X13 (ρ = 0.9944405574) Rejected
X21 is highly skewed (γ1 = 58.65847924) Skewed
X21 has 1622 (23.1%) missing values Missing
X22 is highly correlated with X18 (ρ = 0.957464866) Rejected
X23 is highly correlated with X19 (ρ = 0.9981232309) Rejected
X24 is highly correlated with X22 (ρ = 0.9084028372) Rejected
X25 is highly skewed (γ1 = 36.58723512) Skewed
X26 is highly correlated with X17 (ρ = 0.9463116114) Rejected
X27 is highly skewed (γ1 = 41.50590986) Skewed
X27 has 496 (7.1%) zeros Zeros
X27 has 311 (4.4%) missing values Missing
X28 is highly skewed (γ1 = 34.2279942) Skewed
X3 is highly skewed (γ1 = -82.99991485) Skewed
X30 is highly correlated with X20 (ρ = 0.9983521446) Rejected
X31 is highly correlated with X23 (ρ = 0.9981109358) Rejected
X32 is highly skewed (γ1 = 59.96468521) Skewed
X33 is highly skewed (γ1 = 28.57300265) Skewed
X34 is highly correlated with X33 (ρ = 0.9008473979) Rejected
X35 is highly skewed (γ1 = 39.51817229) Skewed
X36 is highly correlated with X10 (ρ = 0.9121174637) Rejected
X37 is highly skewed (γ1 = 59.0143035) Skewed
X37 has 2740 (39.0%) missing values Missing
X38 is highly correlated with X36 (ρ = 0.9121037099) Rejected
X39 is highly correlated with X30 (ρ = 0.9301621098) Rejected
X4 is highly skewed (γ1 = 65.76689113) Skewed
X40 is highly correlated with X4 (ρ = 0.9701274201) Rejected
X41 is highly skewed (γ1 = 47.35382405) Skewed
X41 has 84 (1.2%) missing values Missing
X42 is highly correlated with X39 (ρ = 0.9998701166) Rejected
X43 is highly correlated with X42 (ρ = 0.9406389015) Rejected
X44 is highly correlated with X43 (ρ = 0.9999561902) Rejected
X45 is highly skewed (γ1 = -82.81126254) Skewed
X45 has 134 (1.9%) missing values Missing
X46 is highly correlated with X40 (ρ = 0.9894204681) Rejected
X47 is highly skewed (γ1 = 42.88570765) Skewed
X47 has 134 (1.9%) zeros Zeros
X48 is highly correlated with X22 (ρ = 0.9712548784) Rejected
X49 is highly skewed (γ1 = -83.0700054) Skewed
X49 has 93 (1.3%) zeros Zeros
X5 is highly skewed (γ1 = -52.54575303) Skewed
X50 is highly skewed (γ1 = 27.74571026) Skewed
X51 is highly correlated with X2 (ρ = 0.986503155) Rejected
X52 is highly correlated with X32 (ρ = 0.9350348729) Rejected
X53 is highly skewed (γ1 = 48.42455391) Skewed
X54 is highly correlated with X53 (ρ = 0.9999168608) Rejected
X55 is highly skewed (γ1 = 36.49483815) Skewed
X56 is highly correlated with X49 (ρ = 0.996863638) Rejected
X57 is highly skewed (γ1 = -50.90330617) Skewed
X57 has 85 (1.2%) zeros Zeros
X58 is highly correlated with X44 (ρ = 0.9992375305) Rejected
X59 is highly skewed (γ1 = -27.1389892) Skewed
X59 has 2743 (39.0%) zeros Zeros
X6 is highly skewed (γ1 = -22.48347901) Skewed
X6 has 2675 (38.1%) zeros Zeros
X60 is highly skewed (γ1 = 79.8472124) Skewed
X60 has 135 (1.9%) missing values Missing
X61 is highly correlated with X54 (ρ = 0.9756267533) Rejected
X62 is highly correlated with X58 (ρ = 0.9603598692) Rejected
X63 is highly correlated with X34 (ρ = 0.9181490041) Rejected
X64 is highly correlated with X61 (ρ = 0.9547454624) Rejected
X7 is highly correlated with X24 (ρ = 0.972130258) Rejected
X8 is highly correlated with X26 (ρ = 0.9410821494) Rejected
X9 is highly correlated with X38 (ρ = 0.9121392064) Rejected

Variables

X1
Numeric

Distinct count6630
Unique (%)94.4%
Missing (%)< 0.1%
Missing (n)3
Infinite (%)0.0%
Infinite (n)0
Mean0.03465990746
Minimum-256.89
Maximum94.28
Zeros (%)0.6%
Mini histogram

Quantile statistics

Minimum-256.89
5-th percentile-0.0660763
Q10.02118225
Median0.075802
Q30.1602675
95-th percentile0.380867
Maximum94.28
Range351.17
Interquartile range0.13908525

Descriptive statistics

Standard deviation4.56550423
Coef of variation131.7229204
Kurtosis2886.665144
Mean0.03465990746
MAD0.2128105147
Skewness-49.92198157
Sum243.45119
Variance20.84382888
Memory size55.0 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 45 0.6%
 
0.17028 4 0.1%
 
0.12759 3 < 0.1%
 
0.23727 3 < 0.1%
 
0.10208 3 < 0.1%
 
0.10562 3 < 0.1%
 
0.10517 3 < 0.1%
 
0.12092 3 < 0.1%
 
0.21606 3 < 0.1%
 
0.15201 3 < 0.1%
 
Other values (6619) 6951 98.9%
 

Minimum 5 values

ValueCountFrequency (%) 
-256.89 2 < 0.1%
 
-61.602 1 < 0.1%
 
-34.754 1 < 0.1%
 
-1.7182 1 < 0.1%
 
-1.5229 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
94.28 1 < 0.1%
 
15.497 1 < 0.1%
 
2.2494 1 < 0.1%
 
1.9943 1 < 0.1%
 
1.938 1 < 0.1%
 

X10
Numeric

Distinct count6634
Unique (%)94.4%
Missing (%)< 0.1%
Missing (n)3
Infinite (%)0.0%
Infinite (n)0
Mean1.825832088
Minimum-440.55
Maximum1099.5
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-440.55
5-th percentile0.06537005
Q10.300785
Median0.492235
Q30.6756775
95-th percentile0.8848175
Maximum1099.5
Range1540.05
Interquartile range0.3748925

Descriptive statistics

Standard deviation33.83645211
Coef of variation18.53207222
Kurtosis757.4309051
Mean1.825832088
MAD2.832092292
Skewness26.09662154
Sum12824.64459
Variance1144.905491
Memory size55.0 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0.50738 4 0.1%
 
0.61575 3 < 0.1%
 
0.10228 3 < 0.1%
 
0.41525 3 < 0.1%
 
0.7948 3 < 0.1%
 
0.58157 3 < 0.1%
 
0.36635 3 < 0.1%
 
0.60071 3 < 0.1%
 
0.63017 3 < 0.1%
 
0.77881 3 < 0.1%
 
Other values (6623) 6993 99.5%
 

Minimum 5 values

ValueCountFrequency (%) 
-440.55 1 < 0.1%
 
-20.34 1 < 0.1%
 
-12.208 1 < 0.1%
 
-10.253 1 < 0.1%
 
-2.8032 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1099.5 1 < 0.1%
 
1084.7 1 < 0.1%
 
1027.2 1 < 0.1%
 
973.55 2 < 0.1%
 
861.74 1 < 0.1%
 

X11
Numeric

Distinct count6648
Unique (%)94.6%
Missing (%)0.6%
Missing (n)39
Infinite (%)0.0%
Infinite (n)0
Mean0.3543931986
Minimum-189.45
Maximum453.78
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum-189.45
5-th percentile-0.05556565
Q10.038218
Median0.102715
Q30.202065
95-th percentile0.4534775
Maximum453.78
Range643.23
Interquartile range0.163847

Descriptive statistics

Standard deviation8.658758036
Coef of variation24.43263039
Kurtosis1428.412634
Mean0.3543931986
MAD0.5746111651
Skewness28.67046431
Sum2476.499672
Variance74.97409072
Memory size55.0 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0.18937 3 < 0.1%
 
0.019145 3 < 0.1%
 
0.11794 3 < 0.1%
 
0.087878 3 < 0.1%
 
0.17672 3 < 0.1%
 
0.10781 3 < 0.1%
 
0.10046 3 < 0.1%
 
0.14706 3 < 0.1%
 
0.10884 3 < 0.1%
 
0.37707 3 < 0.1%
 
Other values (6637) 6958 99.0%
 
(Missing) 39 0.6%
 

Minimum 5 values

ValueCountFrequency (%) 
-189.45 2 < 0.1%
 
-2.36 1 < 0.1%
 
-1.5229 1 < 0.1%
 
-1.1861 1 < 0.1%
 
-1.1326 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
453.78 1 < 0.1%
 
280.8 1 < 0.1%
 
208.72 1 < 0.1%
 
190.37 1 < 0.1%
 
186.5 1 < 0.1%
 

X12
Numeric

Distinct count6726
Unique (%)95.7%
Missing (%)0.4%
Missing (n)30
Infinite (%)0.0%
Infinite (n)0
Mean0.7998242245
Minimum-23.207
Maximum331.46
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum-23.207
5-th percentile-0.16515
Q10.063057
Median0.2482
Q30.68763
95-th percentile2.78796
Maximum331.46
Range354.667
Interquartile range0.624573

Descriptive statistics

Standard deviation5.31644363
Coef of variation6.647015015
Kurtosis2487.565033
Mean0.7998242245
MAD0.978132319
Skewness45.17330748
Sum5596.370099
Variance28.26457287
Memory size55.0 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0.28112 4 0.1%
 
0.30655 3 < 0.1%
 
0.293 3 < 0.1%
 
0.003242 3 < 0.1%
 
0.31456 3 < 0.1%
 
0.21852 3 < 0.1%
 
0 3 < 0.1%
 
0.19323 2 < 0.1%
 
1.7704 2 < 0.1%
 
0.21347 2 < 0.1%
 
Other values (6715) 6969 99.2%
 
(Missing) 30 0.4%
 

Minimum 5 values

ValueCountFrequency (%) 
-23.207 1 < 0.1%
 
-9.9028 1 < 0.1%
 
-5.9189 1 < 0.1%
 
-5.197 1 < 0.1%
 
-3.7027 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
331.46 1 < 0.1%
 
191.75 1 < 0.1%
 
157.8 1 < 0.1%
 
48.966 1 < 0.1%
 
44.955 1 < 0.1%
 

X13
Numeric

Distinct count6618
Unique (%)94.2%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean2.093345447
Minimum-607.42
Maximum13315
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum-607.42
5-th percentile-0.0179269
Q10.0380735
Median0.08083
Q30.144955
95-th percentile0.311837
Maximum13315
Range13922.42
Interquartile range0.1068815

Descriptive statistics

Standard deviation159.6994484
Coef of variation76.28910396
Kurtosis6876.79719
Mean2.093345447
MAD4.180495962
Skewness82.53480176
Sum14709.93845
Variance25503.91382
Memory size55.0 KiB
Histogram
Histogram with fixed size bins (bins=8)
Histogram
Histogram with variable size bins (bins=[-6.07420e+02 -3.76510e+01 -3.71920e+00 -5.54485e-01 -2.18610e-01 ... 5.92125e-01 9.37870e-01 4.83305e+00 3.71265e+01 1.33150e+04], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.14444 3 < 0.1%
 
0.1389 3 < 0.1%
 
0.15076 3 < 0.1%
 
0.14874 3 < 0.1%
 
0.056158 3 < 0.1%
 
0.056698 3 < 0.1%
 
0.16217 3 < 0.1%
 
0.10086 3 < 0.1%
 
0.14597 3 < 0.1%
 
0.14469 3 < 0.1%
 
Other values (6608) 6997 99.6%
 

Minimum 5 values

ValueCountFrequency (%) 
-607.42 1 < 0.1%
 
-47.39 1 < 0.1%
 
-27.912 1 < 0.1%
 
-27.909 1 < 0.1%
 
-11.599 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
13315 1 < 0.1%
 
1246.9 1 < 0.1%
 
44.15 1 < 0.1%
 
30.103 1 < 0.1%
 
21.537 2 < 0.1%
 

X14
Highly correlated

This variable is highly correlated with X11 and should be ignored for analysis

Correlation0.9943885019

X15
Numeric

Distinct count6692
Unique (%)95.2%
Missing (%)< 0.1%
Missing (n)2
Infinite (%)0.0%
Infinite (n)0
Mean1802.696106
Minimum-5611900
Maximum3599100
Zeros (%)0.3%
Mini histogram

Quantile statistics

Minimum-5611900
5-th percentile-2064.86
Q1343.54
Median926.03
Q32166
95-th percentile7922.66
Maximum3599100
Range9211000
Interquartile range1822.46

Descriptive statistics

Standard deviation83922.32332
Coef of variation46.553783
Kurtosis3344.83747
Mean1802.696106
MAD5260.636056
Skewness-30.68488481
Sum12663940.14
Variance7042956352
Memory size55.0 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 23 0.3%
 
402.06 3 < 0.1%
 
1010.2 3 < 0.1%
 
1423.7 3 < 0.1%
 
433.81 3 < 0.1%
 
1166.3 3 < 0.1%
 
857.56 3 < 0.1%
 
1054.1 3 < 0.1%
 
1889.3 3 < 0.1%
 
888.52 3 < 0.1%
 
Other values (6681) 6975 99.3%
 

Minimum 5 values

ValueCountFrequency (%) 
-5611900 1 < 0.1%
 
-653260 1 < 0.1%
 
-614740 1 < 0.1%
 
-307910 1 < 0.1%
 
-232300 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
3599100 1 < 0.1%
 
1432000 1 < 0.1%
 
681770 1 < 0.1%
 
457650 1 < 0.1%
 
433290 1 < 0.1%
 

X16
Numeric

Distinct count6699
Unique (%)95.3%
Missing (%)0.4%
Missing (n)25
Infinite (%)0.0%
Infinite (n)0
Mean0.8706896204
Minimum-42.322
Maximum405.33
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-42.322
5-th percentile-0.04123665
Q10.12281
Median0.311115
Q30.7378225
95-th percentile2.978665
Maximum405.33
Range447.652
Interquartile range0.6150125

Descriptive statistics

Standard deviation5.595341955
Coef of variation6.426333591
Kurtosis3997.100208
Mean0.8706896204
MAD0.9821126939
Skewness57.60378388
Sum6096.568722
Variance31.30785159
Memory size55.0 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0.90782 3 < 0.1%
 
0.15562 3 < 0.1%
 
0.27958 3 < 0.1%
 
0.40068 3 < 0.1%
 
0.13501 3 < 0.1%
 
0.42563 3 < 0.1%
 
0.19319 3 < 0.1%
 
0.16286 3 < 0.1%
 
0.15662 3 < 0.1%
 
0.12521 3 < 0.1%
 
Other values (6688) 6972 99.2%
 
(Missing) 25 0.4%
 

Minimum 5 values

ValueCountFrequency (%) 
-42.322 1 < 0.1%
 
-21.793 1 < 0.1%
 
-6.9679 1 < 0.1%
 
-1.7075 1 < 0.1%
 
-1.618 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
405.33 1 < 0.1%
 
160.4 1 < 0.1%
 
47.7 1 < 0.1%
 
38.549 1 < 0.1%
 
31.587 1 < 0.1%
 

X17
Highly correlated

This variable is highly correlated with X16 and should be ignored for analysis

Correlation0.9079041344

X18
Highly correlated

This variable is highly correlated with X14 and should be ignored for analysis

Correlation1

X19
Numeric

Distinct count6678
Unique (%)95.0%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.4623919721
Minimum-622.06
Maximum2156.8
Zeros (%)0.1%
Mini histogram

Quantile statistics

Minimum-622.06
5-th percentile-0.0512123
Q10.0148115
Median0.049966
Q30.1045
95-th percentile0.234665
Maximum2156.8
Range2778.86
Interquartile range0.0896885

Descriptive statistics

Standard deviation30.64687378
Coef of variation66.27899192
Kurtosis3901.672452
Mean0.4623919721
MAD1.01447389
Skewness57.96436487
Sum3249.228388
Variance939.2308727
Memory size55.0 KiB
Histogram
Histogram with fixed size bins (bins=8)
Histogram
Histogram with variable size bins (bins=[-6.22060e+02 -3.88230e+01 -2.65855e+00 -5.61660e-01 -2.58495e-01 ... 5.61220e-01 1.35110e+00 4.67690e+00 3.60125e+01 2.15680e+03], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 5 0.1%
 
0.073201 3 < 0.1%
 
0.073495 3 < 0.1%
 
0.008106 3 < 0.1%
 
0.019577 3 < 0.1%
 
0.06536 3 < 0.1%
 
0.10062 3 < 0.1%
 
0.11943 3 < 0.1%
 
0.04118 3 < 0.1%
 
0.152 3 < 0.1%
 
Other values (6668) 6995 99.5%
 

Minimum 5 values

ValueCountFrequency (%) 
-622.06 1 < 0.1%
 
-47.39 1 < 0.1%
 
-30.256 1 < 0.1%
 
-28.948 1 < 0.1%
 
-11.817 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
2156.8 1 < 0.1%
 
1246.4 1 < 0.1%
 
41.974 1 < 0.1%
 
30.051 1 < 0.1%
 
21.532 2 < 0.1%
 

X2
Numeric

Distinct count6607
Unique (%)94.0%
Missing (%)< 0.1%
Missing (n)3
Infinite (%)0.0%
Infinite (n)0
Mean0.560215382
Minimum-72.162
Maximum441.5
Zeros (%)0.3%
Mini histogram

Quantile statistics

Minimum-72.162
5-th percentile0.0955342
Q10.2966775
Median0.48296
Q30.6802325
95-th percentile0.9216245
Maximum441.5
Range513.662
Interquartile range0.383555

Descriptive statistics

Standard deviation5.350083501
Coef of variation9.550047488
Kurtosis6577.318521
Mean0.560215382
MAD0.3058307946
Skewness79.39007877
Sum3934.952843
Variance28.62339347
Memory size55.0 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 23 0.3%
 
0.49262 4 0.1%
 
0.41789 4 0.1%
 
0.36306 3 < 0.1%
 
0.14123 3 < 0.1%
 
0.51922 3 < 0.1%
 
0.2052 3 < 0.1%
 
0.38239 3 < 0.1%
 
0.77317 3 < 0.1%
 
0.43471 3 < 0.1%
 
Other values (6596) 6972 99.2%
 

Minimum 5 values

ValueCountFrequency (%) 
-72.162 1 < 0.1%
 
-2.4218 1 < 0.1%
 
0 23 0.3%
 
0.000654 1 < 0.1%
 
0.003824 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
441.5 1 < 0.1%
 
21.261 1 < 0.1%
 
13.208 1 < 0.1%
 
10.759 1 < 0.1%
 
3.7781 1 < 0.1%
 

X20
Highly correlated

This variable is highly correlated with X13 and should be ignored for analysis

Correlation0.9944405574

X21
Numeric

Distinct count4032
Unique (%)57.4%
Missing (%)23.1%
Missing (n)1622
Infinite (%)0.0%
Infinite (n)0
Mean10.36751572
Minimum-1325
Maximum27900
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-1325
5-th percentile0.820274
Q11.0244
Median1.1374
Q31.2876
95-th percentile1.74902
Maximum27900
Range29225
Interquartile range0.2632

Descriptive statistics

Standard deviation417.3582984
Coef of variation40.25634584
Kurtosis3763.018477
Mean10.36751572
MAD18.7655455
Skewness58.65847924
Sum56036.42248
Variance174187.9492
Memory size55.0 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
1 13 0.2%
 
1.1773 6 0.1%
 
1.1306 6 0.1%
 
1.1971 6 0.1%
 
1.0961 5 0.1%
 
1.155 5 0.1%
 
1.0271 5 0.1%
 
1.0798 5 0.1%
 
1.0689 5 0.1%
 
1.031 5 0.1%
 
Other values (4021) 5344 76.0%
 
(Missing) 1622 23.1%
 

Minimum 5 values

ValueCountFrequency (%) 
-1325 1 < 0.1%
 
-25.557 1 < 0.1%
 
0.000405 2 < 0.1%
 
0.008124 1 < 0.1%
 
0.10984 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
27900 1 < 0.1%
 
9504.1 1 < 0.1%
 
7759.7 1 < 0.1%
 
2580.9 1 < 0.1%
 
1823.3 1 < 0.1%
 

X22
Highly correlated

This variable is highly correlated with X18 and should be ignored for analysis

Correlation0.957464866

X23
Highly correlated

This variable is highly correlated with X19 and should be ignored for analysis

Correlation0.9981232309

X24
Highly correlated

This variable is highly correlated with X22 and should be ignored for analysis

Correlation0.9084028372

X25
Numeric

Distinct count6673
Unique (%)95.0%
Missing (%)< 0.1%
Missing (n)3
Infinite (%)0.0%
Infinite (n)0
Mean1.26443008
Minimum-459.56
Maximum1353.3
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum-459.56
5-th percentile-0.05824495
Q10.1952525
Median0.39817
Q30.6039775
95-th percentile0.8462465
Maximum1353.3
Range1812.86
Interquartile range0.408725

Descriptive statistics

Standard deviation28.97696227
Coef of variation22.91701434
Kurtosis1574.961459
Mean1.26443008
MAD1.905521577
Skewness36.58723512
Sum8881.356882
Variance839.6643426
Memory size55.0 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0.35054 4 0.1%
 
0.26374 3 < 0.1%
 
0.22021 3 < 0.1%
 
0.5752 3 < 0.1%
 
0.7948 3 < 0.1%
 
0.31658 3 < 0.1%
 
0.21856 3 < 0.1%
 
-0.18629 3 < 0.1%
 
0.52452 3 < 0.1%
 
0.53423 3 < 0.1%
 
Other values (6662) 6993 99.5%
 

Minimum 5 values

ValueCountFrequency (%) 
-459.56 1 < 0.1%
 
-20.34 1 < 0.1%
 
-12.208 1 < 0.1%
 
-10.253 1 < 0.1%
 
-5.5628 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1353.3 2 < 0.1%
 
890.24 1 < 0.1%
 
722.72 1 < 0.1%
 
640.64 1 < 0.1%
 
302.13 1 < 0.1%
 

X26
Highly correlated

This variable is highly correlated with X17 and should be ignored for analysis

Correlation0.9463116114

X27
Numeric

Distinct count6011
Unique (%)85.5%
Missing (%)4.4%
Missing (n)311
Infinite (%)0.0%
Infinite (n)0
Mean1321.989035
Minimum-14790
Maximum2040800
Zeros (%)7.1%
Mini histogram

Quantile statistics

Minimum-14790
5-th percentile-0.80344
Q10.2353975
Median1.28645
Q36.311925
95-th percentile99.737
Maximum2040800
Range2055590
Interquartile range6.0765275

Descriptive statistics

Standard deviation35504.15966
Coef of variation26.8566219
Kurtosis2000.119111
Mean1321.989035
MAD2588.437746
Skewness41.50590986
Sum8878478.358
Variance1260545353
Memory size55.0 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 496 7.1%
 
1.6206 3 < 0.1%
 
20.946 3 < 0.1%
 
1.5717 3 < 0.1%
 
1.5222 3 < 0.1%
 
2.4366 3 < 0.1%
 
1.3821 3 < 0.1%
 
1.7322 3 < 0.1%
 
8.3104 3 < 0.1%
 
3.277 3 < 0.1%
 
Other values (6000) 6193 88.1%
 
(Missing) 311 4.4%
 

Minimum 5 values

ValueCountFrequency (%) 
-14790 1 < 0.1%
 
-13466 1 < 0.1%
 
-10973 1 < 0.1%
 
-5466.7 1 < 0.1%
 
-1908.6 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
2040800 1 < 0.1%
 
1235900 1 < 0.1%
 
963640 1 < 0.1%
 
802200 1 < 0.1%
 
726110 1 < 0.1%
 

X28
Numeric

Distinct count6721
Unique (%)95.6%
Missing (%)0.5%
Missing (n)34
Infinite (%)0.0%
Infinite (n)0
Mean2.702904788
Minimum-490.09
Maximum1570
Zeros (%)0.3%
Mini histogram

Quantile statistics

Minimum-490.09
5-th percentile-0.428528
Q10.050522
Median0.44473
Q31.2946
95-th percentile7.61282
Maximum1570
Range2060.09
Interquartile range1.244078

Descriptive statistics

Standard deviation27.43402978
Coef of variation10.1498321
Kurtosis1742.251967
Mean2.702904788
MAD4.209308264
Skewness34.2279942
Sum18901.41318
Variance752.6259902
Memory size55.0 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 20 0.3%
 
1.1415 3 < 0.1%
 
1.3971 3 < 0.1%
 
1.4238 3 < 0.1%
 
-0.036921 3 < 0.1%
 
0.2409 3 < 0.1%
 
1.5957 3 < 0.1%
 
3.5701 3 < 0.1%
 
0.16806 3 < 0.1%
 
1.1184 3 < 0.1%
 
Other values (6710) 6946 98.8%
 
(Missing) 34 0.5%
 

Minimum 5 values

ValueCountFrequency (%) 
-490.09 1 < 0.1%
 
-123.03 1 < 0.1%
 
-83.303 1 < 0.1%
 
-66.876 1 < 0.1%
 
-62.183 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1570 1 < 0.1%
 
884.85 1 < 0.1%
 
507.77 1 < 0.1%
 
492.35 1 < 0.1%
 
455.56 1 < 0.1%
 

X29
Numeric

Distinct count5915
Unique (%)84.2%
Missing (%)< 0.1%
Missing (n)3
Infinite (%)0.0%
Infinite (n)0
Mean4.19483074
Minimum0.17609
Maximum9.3861
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum0.17609
5-th percentile3.241275
Q13.720875
Median4.1335
Q34.60345
95-th percentile5.38166
Maximum9.3861
Range9.21001
Interquartile range0.882575

Descriptive statistics

Standard deviation0.67775671
Coef of variation0.1615695011
Kurtosis1.892117558
Mean4.19483074
MAD0.5263053469
Skewness0.3123852725
Sum29464.49112
Variance0.4593541579
Memory size55.0 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
4.0109 5 0.1%
 
4.6605 4 0.1%
 
3.9199 4 0.1%
 
4.2293 4 0.1%
 
3.827 4 0.1%
 
4.3954 4 0.1%
 
4.041 4 0.1%
 
4.101 4 0.1%
 
3.953 4 0.1%
 
3.5856 4 0.1%
 
Other values (5904) 6983 99.4%
 

Minimum 5 values

ValueCountFrequency (%) 
0.17609 2 < 0.1%
 
0.34242 1 < 0.1%
 
0.56062 1 < 0.1%
 
0.59835 1 < 0.1%
 
0.80414 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
9.3861 1 < 0.1%
 
7.5047 1 < 0.1%
 
7.1811 1 < 0.1%
 
7.0942 1 < 0.1%
 
6.8854 1 < 0.1%
 

X3
Numeric

Distinct count6705
Unique (%)95.4%
Missing (%)< 0.1%
Missing (n)3
Infinite (%)0.0%
Infinite (n)0
Mean0.1199690505
Minimum-440.5
Maximum1
Zeros (%)0.3%
Mini histogram

Quantile statistics

Minimum-440.5
5-th percentile-0.221341
Q10.02696775
Median0.181275
Q30.3625475
95-th percentile0.629191
Maximum1
Range441.5
Interquartile range0.33557975

Descriptive statistics

Standard deviation5.275458747
Coef of variation43.97349752
Kurtosis6932.325582
Mean0.1199690505
MAD0.2840442619
Skewness-82.99991485
Sum842.662611
Variance27.83046499
Memory size55.0 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 20 0.3%
 
0.45492 3 < 0.1%
 
0.32124 3 < 0.1%
 
0.12665 3 < 0.1%
 
0.11701 3 < 0.1%
 
0.43007 3 < 0.1%
 
-0.030281 3 < 0.1%
 
0.27771 3 < 0.1%
 
0.10514 3 < 0.1%
 
0.20894 3 < 0.1%
 
Other values (6694) 6977 99.3%
 
(Missing) 3 < 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
-440.5 1 < 0.1%
 
-21.234 1 < 0.1%
 
-12.208 1 < 0.1%
 
-10.036 1 < 0.1%
 
-3.2745 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1 1 < 0.1%
 
0.99618 1 < 0.1%
 
0.98191 1 < 0.1%
 
0.9518 1 < 0.1%
 
0.94984 1 < 0.1%
 

X30
Highly correlated

This variable is highly correlated with X20 and should be ignored for analysis

Correlation0.9983521446

X31
Highly correlated

This variable is highly correlated with X23 and should be ignored for analysis

Correlation0.9981109358

X32
Numeric

Distinct count6513
Unique (%)92.7%
Missing (%)0.5%
Missing (n)38
Infinite (%)0.0%
Infinite (n)0
Mean236.5714455
Minimum0
Maximum351630
Zeros (%)0.4%
Mini histogram

Quantile statistics

Minimum0
5-th percentile20.5494
Q148.291
Median76.163
Q3119.3
95-th percentile258.98
Maximum351630
Range351630
Interquartile range71.009

Descriptive statistics

Standard deviation4841.844793
Coef of variation20.46673378
Kurtosis4095.819223
Mean236.5714455
MAD290.1540282
Skewness59.96468521
Sum1653397.832
Variance23443461
Memory size55.0 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 30 0.4%
 
135 4 0.1%
 
121.6 4 0.1%
 
123.6 3 < 0.1%
 
83.6 3 < 0.1%
 
110.22 3 < 0.1%
 
52.377 3 < 0.1%
 
114.9 3 < 0.1%
 
186.64 3 < 0.1%
 
108.76 3 < 0.1%
 
Other values (6502) 6930 98.6%
 
(Missing) 38 0.5%
 

Minimum 5 values

ValueCountFrequency (%) 
0 30 0.4%
 
0.4128 1 < 0.1%
 
0.68173 1 < 0.1%
 
0.88976 1 < 0.1%
 
1.355 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
351630 1 < 0.1%
 
129340 1 < 0.1%
 
115980 1 < 0.1%
 
61921 1 < 0.1%
 
52670 1 < 0.1%
 

X33
Numeric

Distinct count6606
Unique (%)94.0%
Missing (%)0.4%
Missing (n)30
Infinite (%)0.0%
Infinite (n)0
Mean7.144093117
Minimum0
Maximum884.2
Zeros (%)0.4%
Mini histogram

Quantile statistics

Minimum0
5-th percentile1.35442
Q13.0505
Median4.7747
Q37.5138
95-th percentile16.8706
Maximum884.2
Range884.2
Interquartile range4.4633

Descriptive statistics

Standard deviation17.07778227
Coef of variation2.390475878
Kurtosis1205.099909
Mean7.144093117
MAD4.806228843
Skewness28.57300265
Sum49987.21954
Variance291.6506472
Memory size55.0 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 29 0.4%
 
4.3345 3 < 0.1%
 
7.5583 3 < 0.1%
 
4.2681 3 < 0.1%
 
8.0322 3 < 0.1%
 
5.6119 3 < 0.1%
 
10.643 3 < 0.1%
 
2.6188 3 < 0.1%
 
3.3553 3 < 0.1%
 
3.8408 3 < 0.1%
 
Other values (6595) 6941 98.8%
 
(Missing) 30 0.4%
 

Minimum 5 values

ValueCountFrequency (%) 
0 29 0.4%
 
0.002203 1 < 0.1%
 
0.002822 1 < 0.1%
 
0.003147 1 < 0.1%
 
0.005895 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
884.2 1 < 0.1%
 
537.95 1 < 0.1%
 
410.32 1 < 0.1%
 
271.02 1 < 0.1%
 
269.38 1 < 0.1%
 

X34
Highly correlated

This variable is highly correlated with X33 and should be ignored for analysis

Correlation0.9008473979

X35
Numeric

Distinct count6694
Unique (%)95.3%
Missing (%)< 0.1%
Missing (n)3
Infinite (%)0.0%
Infinite (n)0
Mean0.3068804483
Minimum-169.47
Maximum445.47
Zeros (%)0.3%
Mini histogram

Quantile statistics

Minimum-169.47
5-th percentile-0.0636842
Q10.0231195
Median0.0861205
Q30.189695
95-th percentile0.4389705
Maximum445.47
Range614.94
Interquartile range0.1665755

Descriptive statistics

Standard deviation7.565155386
Coef of variation24.65179984
Kurtosis2112.413777
Mean0.3068804483
MAD0.453488842
Skewness39.51817229
Sum2155.528269
Variance57.23157601
Memory size55.0 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 24 0.3%
 
0.23623 3 < 0.1%
 
0.17589 3 < 0.1%
 
0.11122 3 < 0.1%
 
0.23836 3 < 0.1%
 
0.14758 3 < 0.1%
 
0.14822 3 < 0.1%
 
0.27656 3 < 0.1%
 
0.14708 3 < 0.1%
 
0.1604 3 < 0.1%
 
Other values (6683) 6973 99.2%
 

Minimum 5 values

ValueCountFrequency (%) 
-169.47 1 < 0.1%
 
-2.8153 2 < 0.1%
 
-1.0802 1 < 0.1%
 
-0.87317 1 < 0.1%
 
-0.83421 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
445.47 1 < 0.1%
 
274.78 1 < 0.1%
 
207.05 1 < 0.1%
 
164.18 1 < 0.1%
 
114.51 1 < 0.1%
 

X36
Highly correlated

This variable is highly correlated with X10 and should be ignored for analysis

Correlation0.9121174637

X37
Numeric

Distinct count4134
Unique (%)58.8%
Missing (%)39.0%
Missing (n)2740
Infinite (%)0.0%
Infinite (n)0
Mean173.4536945
Minimum-525.52
Maximum398920
Zeros (%)0.1%
Mini histogram

Quantile statistics

Minimum-525.52
5-th percentile0.402511
Q11.2965
Median3.4383
Q311.3935
95-th percentile130.737
Maximum398920
Range399445.52
Interquartile range10.097

Descriptive statistics

Standard deviation6339.49158
Coef of variation36.54861085
Kurtosis3665.619444
Mean173.4536945
MAD310.4407947
Skewness59.0143035
Sum743595.9883
Variance40189153.5
Memory size55.0 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 4 0.1%
 
3.4204 3 < 0.1%
 
0.41631 3 < 0.1%
 
15.502 3 < 0.1%
 
2.6015 3 < 0.1%
 
362.36 2 < 0.1%
 
1.2376 2 < 0.1%
 
0.18301 2 < 0.1%
 
3.9107 2 < 0.1%
 
38.29 2 < 0.1%
 
Other values (4123) 4261 60.6%
 
(Missing) 2740 39.0%
 

Minimum 5 values

ValueCountFrequency (%) 
-525.52 1 < 0.1%
 
-477.12 1 < 0.1%
 
-377.13 1 < 0.1%
 
-52.712 1 < 0.1%
 
-41.728 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
398920 1 < 0.1%
 
79762 2 < 0.1%
 
12205 1 < 0.1%
 
11176 1 < 0.1%
 
7812.8 1 < 0.1%
 

X38
Highly correlated

This variable is highly correlated with X36 and should be ignored for analysis

Correlation0.9121037099

X39
Highly correlated

This variable is highly correlated with X30 and should be ignored for analysis

Correlation0.9301621098

X4
Numeric

Distinct count6284
Unique (%)89.4%
Missing (%)0.4%
Missing (n)30
Infinite (%)0.0%
Infinite (n)0
Mean2.629142651
Minimum0
Maximum1017.8
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0.605452
Q11.0631
Median1.502
Q32.4607
95-th percentile6.52866
Maximum1017.8
Range1017.8
Interquartile range1.3976

Descriptive statistics

Standard deviation13.25735577
Coef of variation5.042463469
Kurtosis4940.788173
Mean2.629142651
MAD1.979992179
Skewness65.76689113
Sum18396.11113
Variance175.757482
Memory size55.0 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
1.2476 5 0.1%
 
1.5172 4 0.1%
 
1.302 4 0.1%
 
1.7606 4 0.1%
 
3.1041 4 0.1%
 
1.2409 4 0.1%
 
1.2455 4 0.1%
 
1.5582 4 0.1%
 
1.1146 4 0.1%
 
1.2256 3 < 0.1%
 
Other values (6273) 6957 99.0%
 
(Missing) 30 0.4%
 

Minimum 5 values

ValueCountFrequency (%) 
0 1 < 0.1%
 
0.001289 1 < 0.1%
 
0.002265 1 < 0.1%
 
0.006235 1 < 0.1%
 
0.060713 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1017.8 1 < 0.1%
 
261.5 1 < 0.1%
 
163.89 1 < 0.1%
 
94.796 1 < 0.1%
 
88.97 1 < 0.1%
 

X40
Highly correlated

This variable is highly correlated with X4 and should be ignored for analysis

Correlation0.9701274201

X41
Numeric

Distinct count6633
Unique (%)94.4%
Missing (%)1.2%
Missing (n)84
Infinite (%)0.0%
Infinite (n)0
Mean0.6044751702
Minimum-77.791
Maximum813.14
Zeros (%)0.4%
Mini histogram

Quantile statistics

Minimum-77.791
5-th percentile-0.0980408
Q10.034762
Median0.088573
Q30.204055
95-th percentile0.925561
Maximum813.14
Range890.931
Interquartile range0.169293

Descriptive statistics

Standard deviation13.8347667
Coef of variation22.88723737
Kurtosis2507.47156
Mean0.6044751702
MAD1.089201091
Skewness47.35382405
Sum4196.871107
Variance191.4007698
Memory size55.0 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 25 0.4%
 
0.13149 4 0.1%
 
0.10471 3 < 0.1%
 
0.10889 3 < 0.1%
 
0.081672 3 < 0.1%
 
0.12899 3 < 0.1%
 
0.11154 3 < 0.1%
 
0.023297 3 < 0.1%
 
0.030277 3 < 0.1%
 
0.12047 3 < 0.1%
 
Other values (6622) 6890 98.1%
 
(Missing) 84 1.2%
 

Minimum 5 values

ValueCountFrequency (%) 
-77.791 1 < 0.1%
 
-74.935 1 < 0.1%
 
-44.683 1 < 0.1%
 
-26.674 1 < 0.1%
 
-17.39 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
813.14 1 < 0.1%
 
659.09 1 < 0.1%
 
328.69 1 < 0.1%
 
207.01 1 < 0.1%
 
133.15 1 < 0.1%
 

X42
Highly correlated

This variable is highly correlated with X39 and should be ignored for analysis

Correlation0.9998701166

X43
Highly correlated

This variable is highly correlated with X42 and should be ignored for analysis

Correlation0.9406389015

X44
Highly correlated

This variable is highly correlated with X43 and should be ignored for analysis

Correlation0.9999561902

X45
Numeric

Distinct count6592
Unique (%)93.8%
Missing (%)1.9%
Missing (n)134
Infinite (%)0.0%
Infinite (n)0
Mean-30.20815826
Minimum-256230
Maximum5986.8
Zeros (%)0.7%
Mini histogram

Quantile statistics

Minimum-256230
5-th percentile-0.455942
Q10.10201
Median0.40903
Q31.1677
95-th percentile6.77242
Maximum5986.8
Range262216.8
Interquartile range1.06569

Descriptive statistics

Standard deviation3088.908964
Coef of variation-102.2541307
Kurtosis6869.703732
Mean-30.20815826
MAD74.66291075
Skewness-82.81126254
Sum-208224.8349
Variance9541358.586
Memory size55.0 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 46 0.7%
 
1.0443 3 < 0.1%
 
0.31823 3 < 0.1%
 
1.0856 3 < 0.1%
 
0.16229 3 < 0.1%
 
0.2613 3 < 0.1%
 
0.37155 3 < 0.1%
 
0.11664 3 < 0.1%
 
0.4968 3 < 0.1%
 
0.85668 2 < 0.1%
 
Other values (6581) 6821 97.1%
 
(Missing) 134 1.9%
 

Minimum 5 values

ValueCountFrequency (%) 
-256230 1 < 0.1%
 
-711.43 1 < 0.1%
 
-291.45 1 < 0.1%
 
-171.29 1 < 0.1%
 
-59.554 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
5986.8 1 < 0.1%
 
4846.8 1 < 0.1%
 
3730 1 < 0.1%
 
3312.3 1 < 0.1%
 
2603.8 1 < 0.1%
 

X46
Highly correlated

This variable is highly correlated with X40 and should be ignored for analysis

Correlation0.9894204681

X47
Numeric

Distinct count6561
Unique (%)93.4%
Missing (%)0.4%
Missing (n)29
Infinite (%)0.0%
Infinite (n)0
Mean86.75226221
Minimum0
Maximum62233
Zeros (%)1.9%
Mini histogram

Quantile statistics

Minimum0
5-th percentile2.129
Q118.293
Median39.189
Q368.865
95-th percentile149.583
Maximum62233
Range62233
Interquartile range50.572

Descriptive statistics

Standard deviation1131.891001
Coef of variation13.04739464
Kurtosis2001.21711
Mean86.75226221
MAD87.13730408
Skewness42.88570765
Sum607092.3309
Variance1281177.239
Memory size55.0 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 134 1.9%
 
26.376 3 < 0.1%
 
107.03 3 < 0.1%
 
27.297 3 < 0.1%
 
153.03 3 < 0.1%
 
24.039 3 < 0.1%
 
10.05 3 < 0.1%
 
16.802 2 < 0.1%
 
37.521 2 < 0.1%
 
36.785 2 < 0.1%
 
Other values (6550) 6840 97.3%
 
(Missing) 29 0.4%
 

Minimum 5 values

ValueCountFrequency (%) 
0 134 1.9%
 
0.000149 1 < 0.1%
 
0.001017 1 < 0.1%
 
0.004572 1 < 0.1%
 
0.006326 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
62233 1 < 0.1%
 
47794 1 < 0.1%
 
38141 1 < 0.1%
 
28362 1 < 0.1%
 
20197 1 < 0.1%
 

X48
Highly correlated

This variable is highly correlated with X22 and should be ignored for analysis

Correlation0.9712548784

X49
Numeric

Distinct count6674
Unique (%)95.0%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean-1.36736322
Minimum-9001
Maximum31.639
Zeros (%)1.3%
Mini histogram

Quantile statistics

Minimum-9001
5-th percentile-0.152801
Q1-0.0099915
Median0.022759
Q30.0754645
95-th percentile0.198832
Maximum31.639
Range9032.639
Interquartile range0.085456

Descriptive statistics

Standard deviation107.7178667
Coef of variation-78.77780035
Kurtosis6938.096674
Mean-1.36736322
MAD2.802239576
Skewness-83.0700054
Sum-9608.461347
Variance11603.13882
Memory size55.0 KiB
Histogram
Histogram with fixed size bins (bins=8)
Histogram
Histogram with variable size bins (bins=[-9.00100e+03 -3.41940e+01 -1.71510e+00 -8.49230e-01 -6.26545e-01 ... 2.73195e-01 3.71935e-01 5.64870e-01 1.66305e+00 3.16390e+01], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 93 1.3%
 
0.015206 3 < 0.1%
 
0.000554 3 < 0.1%
 
0.017744 3 < 0.1%
 
0.10184 3 < 0.1%
 
0.11884 3 < 0.1%
 
0.03825 3 < 0.1%
 
0.017971 3 < 0.1%
 
0.1705 3 < 0.1%
 
0.10102 3 < 0.1%
 
Other values (6664) 6907 98.3%
 

Minimum 5 values

ValueCountFrequency (%) 
-9001 1 < 0.1%
 
-716.26 1 < 0.1%
 
-35.786 1 < 0.1%
 
-32.602 1 < 0.1%
 
-29.968 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
31.639 1 < 0.1%
 
20.773 2 < 0.1%
 
4.6567 1 < 0.1%
 
3.4417 1 < 0.1%
 
2.5635 1 < 0.1%
 

X5
Numeric

Distinct count6820
Unique (%)97.1%
Missing (%)0.1%
Missing (n)8
Infinite (%)0.0%
Infinite (n)0
Mean-263.1672466
Minimum-2722100
Maximum990900
Zeros (%)0.3%
Mini histogram

Quantile statistics

Minimum-2722100
5-th percentile-239.179
Q1-44.498
Median-5.3739
Q337.7705
95-th percentile230.219
Maximum990900
Range3713000
Interquartile range82.2685

Descriptive statistics

Standard deviation37074.59645
Coef of variation-140.8784601
Kurtosis4268.543301
Mean-263.1672466
MAD1293.931116
Skewness-52.54575303
Sum-1847170.904
Variance1374525702
Memory size55.0 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 19 0.3%
 
-10.974 3 < 0.1%
 
-123.26 3 < 0.1%
 
-32.345 3 < 0.1%
 
100.87 3 < 0.1%
 
22.913 3 < 0.1%
 
-2.9984 3 < 0.1%
 
-149.55 2 < 0.1%
 
-22.55 2 < 0.1%
 
-16.265 2 < 0.1%
 
Other values (6809) 6976 99.3%
 
(Missing) 8 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
-2722100 1 < 0.1%
 
-634140 1 < 0.1%
 
-163090 1 < 0.1%
 
-102660 1 < 0.1%
 
-80419 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
990900 1 < 0.1%
 
871320 1 < 0.1%
 
102170 1 < 0.1%
 
93138 1 < 0.1%
 
82440 1 < 0.1%
 

X50
Numeric

Distinct count6447
Unique (%)91.7%
Missing (%)0.4%
Missing (n)25
Infinite (%)0.0%
Infinite (n)0
Mean2.039821281
Minimum0
Maximum261.5
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0.404435
Q10.805425
Median1.1878
Q31.9622
95-th percentile5.69124
Maximum261.5
Range261.5
Interquartile range1.156775

Descriptive statistics

Standard deviation5.039658478
Coef of variation2.470637268
Kurtosis1194.747167
Mean2.039821281
MAD1.533233516
Skewness27.74571026
Sum14282.82861
Variance25.39815758
Memory size55.0 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
1.3985 5 0.1%
 
1.1071 4 0.1%
 
1.1493 4 0.1%
 
1.0769 4 0.1%
 
1.2561 4 0.1%
 
1.3939 4 0.1%
 
1.1297 3 < 0.1%
 
1.2671 3 < 0.1%
 
1.074 3 < 0.1%
 
1.3857 3 < 0.1%
 
Other values (6436) 6965 99.1%
 
(Missing) 25 0.4%
 

Minimum 5 values

ValueCountFrequency (%) 
0 2 < 0.1%
 
0.001289 1 < 0.1%
 
0.002265 1 < 0.1%
 
0.006235 1 < 0.1%
 
0.042442 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
261.5 1 < 0.1%
 
163.89 1 < 0.1%
 
94.796 1 < 0.1%
 
73.854 1 < 0.1%
 
66.2 1 < 0.1%
 

X51
Highly correlated

This variable is highly correlated with X2 and should be ignored for analysis

Correlation0.986503155

X52
Highly correlated

This variable is highly correlated with X32 and should be ignored for analysis

Correlation0.9350348729

X53
Numeric

Distinct count6495
Unique (%)92.4%
Missing (%)0.5%
Missing (n)34
Infinite (%)0.0%
Infinite (n)0
Mean98.72057901
Minimum-130.47
Maximum180440
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-130.47
5-th percentile0.17345
Q10.71511
Median1.1864
Q32.0419
95-th percentile8.15038
Maximum180440
Range180570.47
Interquartile range1.32679

Descriptive statistics

Standard deviation2785.367407
Coef of variation28.21465833
Kurtosis2785.088723
Mean98.72057901
MAD191.7182675
Skewness48.42455391
Sum690353.009
Variance7758271.593
Memory size55.0 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
1.7704 5 0.1%
 
1.0072 4 0.1%
 
1.1799 4 0.1%
 
1.161 4 0.1%
 
2.3863 3 < 0.1%
 
1.1202 3 < 0.1%
 
1.0173 3 < 0.1%
 
1.4985 3 < 0.1%
 
0.97893 3 < 0.1%
 
1.0992 3 < 0.1%
 
Other values (6484) 6958 99.0%
 
(Missing) 34 0.5%
 

Minimum 5 values

ValueCountFrequency (%) 
-130.47 1 < 0.1%
 
-122.03 1 < 0.1%
 
-98.122 1 < 0.1%
 
-82.303 1 < 0.1%
 
-65.876 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
180440 1 < 0.1%
 
93129 1 < 0.1%
 
75450 1 < 0.1%
 
44683 1 < 0.1%
 
37932 1 < 0.1%
 

X54
Highly correlated

This variable is highly correlated with X53 and should be ignored for analysis

Correlation0.9999168608

X55
Numeric

Distinct count6743
Unique (%)96.0%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean8855.693294
Minimum-800470
Maximum4398400
Zeros (%)0.3%
Mini histogram

Quantile statistics

Minimum-800470
5-th percentile-5981.22
Q197.12
Median1604.8
Q35955.9
95-th percentile37012.7
Maximum4398400
Range5198870
Interquartile range5858.78

Descriptive statistics

Standard deviation72475.2707
Coef of variation8.184031254
Kurtosis2037.036046
Mean8855.693294
MAD15584.63372
Skewness36.49483815
Sum62228956.78
Variance5252664863
Memory size55.0 KiB
Histogram
Histogram with fixed size bins (bins=8)
Histogram
Histogram with variable size bins (bins=[-800470. -321005. -143690. -44859. -21766. ... 60951.5 123355. 205770. 605170. 4398400. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 21 0.3%
 
-1112.5 3 < 0.1%
 
1353 3 < 0.1%
 
0.8559 3 < 0.1%
 
1817.9 3 < 0.1%
 
5888.9 3 < 0.1%
 
6559 2 < 0.1%
 
24265 2 < 0.1%
 
-870.07 2 < 0.1%
 
2599.1 2 < 0.1%
 
Other values (6733) 6983 99.4%
 

Minimum 5 values

ValueCountFrequency (%) 
-800470 1 < 0.1%
 
-589300 1 < 0.1%
 
-336100 1 < 0.1%
 
-305910 2 < 0.1%
 
-293140 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
4398400 1 < 0.1%
 
2152200 1 < 0.1%
 
775670 1 < 0.1%
 
756940 1 < 0.1%
 
640830 1 < 0.1%
 

X56
Highly correlated

This variable is highly correlated with X49 and should be ignored for analysis

Correlation0.996863638

X57
Numeric

Distinct count6623
Unique (%)94.3%
Missing (%)< 0.1%
Missing (n)1
Infinite (%)0.0%
Infinite (n)0
Mean0.1932429582
Minimum-315.37
Maximum126.67
Zeros (%)1.2%
Mini histogram

Quantile statistics

Minimum-315.37
5-th percentile-0.1674
Q10.05677225
Median0.175745
Q30.3519225
95-th percentile0.832595
Maximum126.67
Range442.04
Interquartile range0.29515025

Descriptive statistics

Standard deviation4.344045841
Coef of variation22.47971094
Kurtosis4083.03184
Mean0.1932429582
MAD0.3752753622
Skewness-50.90330617
Sum1357.725024
Variance18.87073427
Memory size55.0 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 85 1.2%
 
0.069708 3 < 0.1%
 
0.16216 3 < 0.1%
 
0.18816 3 < 0.1%
 
0.17863 3 < 0.1%
 
0.1924 3 < 0.1%
 
0.10067 3 < 0.1%
 
0.32777 3 < 0.1%
 
0.12751 3 < 0.1%
 
0.17026 3 < 0.1%
 
Other values (6612) 6914 98.4%
 

Minimum 5 values

ValueCountFrequency (%) 
-315.37 1 < 0.1%
 
-47.491 2 < 0.1%
 
-43.203 1 < 0.1%
 
-19.425 1 < 0.1%
 
-15.813 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
126.67 1 < 0.1%
 
71.053 1 < 0.1%
 
32.544 1 < 0.1%
 
24.354 1 < 0.1%
 
15.64 1 < 0.1%
 

X58
Highly correlated

This variable is highly correlated with X44 and should be ignored for analysis

Correlation0.9992375305

X59
Numeric

Distinct count4142
Unique (%)58.9%
Missing (%)< 0.1%
Missing (n)1
Infinite (%)0.0%
Infinite (n)0
Mean0.2778286597
Minimum-327.97
Maximum119.58
Zeros (%)39.0%
Mini histogram

Quantile statistics

Minimum-327.97
5-th percentile0
Q10
Median0.0284375
Q30.2738675
95-th percentile1.478075
Maximum119.58
Range447.55
Interquartile range0.2738675

Descriptive statistics

Standard deviation6.33914905
Coef of variation22.81675712
Kurtosis1495.160671
Mean0.2778286597
MAD0.7238816704
Skewness-27.1389892
Sum1952.024163
Variance40.18481067
Memory size55.0 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 2743 39.0%
 
0.081192 3 < 0.1%
 
0.35815 3 < 0.1%
 
0.68514 2 < 0.1%
 
0.07935 2 < 0.1%
 
2.293 2 < 0.1%
 
0.062026 2 < 0.1%
 
0.00353 2 < 0.1%
 
0.36312 2 < 0.1%
 
0.001161 2 < 0.1%
 
Other values (4131) 4263 60.7%
 

Minimum 5 values

ValueCountFrequency (%) 
-327.97 1 < 0.1%
 
-256.99 1 < 0.1%
 
-128.87 1 < 0.1%
 
-69.182 1 < 0.1%
 
-42.717 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
119.58 1 < 0.1%
 
112.88 2 < 0.1%
 
88.659 1 < 0.1%
 
81.169 1 < 0.1%
 
80.653 1 < 0.1%
 

X6
Numeric

Distinct count4211
Unique (%)59.9%
Missing (%)< 0.1%
Missing (n)3
Infinite (%)0.0%
Infinite (n)0
Mean0.05971210122
Minimum-397.89
Maximum303.67
Zeros (%)38.1%
Mini histogram

Quantile statistics

Minimum-397.89
5-th percentile-0.1842635
Q10
Median0
Q30.14666
95-th percentile0.4764885
Maximum303.67
Range701.56
Interquartile range0.14666

Descriptive statistics

Standard deviation6.051112759
Coef of variation101.3381314
Kurtosis3566.756753
Mean0.05971210122
MAD0.2757688695
Skewness-22.48347901
Sum419.417799
Variance36.61596562
Memory size55.0 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 2675 38.1%
 
0.10615 3 < 0.1%
 
0.27283 3 < 0.1%
 
0.28419 3 < 0.1%
 
0.22573 2 < 0.1%
 
0.1764 2 < 0.1%
 
0.15038 2 < 0.1%
 
0.036885 2 < 0.1%
 
0.21331 2 < 0.1%
 
-0.002367 2 < 0.1%
 
Other values (4200) 4328 61.6%
 
(Missing) 3 < 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
-397.89 1 < 0.1%
 
-37.292 1 < 0.1%
 
-29.451 1 < 0.1%
 
-5.1801 1 < 0.1%
 
-4.0399 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
303.67 1 < 0.1%
 
40.506 1 < 0.1%
 
36.74 1 < 0.1%
 
27.528 1 < 0.1%
 
7.8024 1 < 0.1%
 

X60
Numeric

Distinct count6513
Unique (%)92.7%
Missing (%)1.9%
Missing (n)135
Infinite (%)0.0%
Infinite (n)0
Mean432.882958
Minimum4.7e-05
Maximum2137800
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum4.7e-05
5-th percentile2.96623
Q15.92395
Median10.0405
Q320.139
95-th percentile101.2385
Maximum2137800
Range2137800
Interquartile range14.21505

Descriptive statistics

Standard deviation26128.01922
Coef of variation60.35816088
Kurtosis6506.403506
Mean432.882958
MAD810.3654005
Skewness79.8472124
Sum2983429.347
Variance682673388.5
Memory size55.0 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
11.237 4 0.1%
 
11.968 3 < 0.1%
 
17.32 3 < 0.1%
 
11.352 3 < 0.1%
 
10.033 3 < 0.1%
 
13.059 3 < 0.1%
 
11.846 3 < 0.1%
 
15.502 3 < 0.1%
 
12.531 3 < 0.1%
 
11.145 3 < 0.1%
 
Other values (6502) 6861 97.6%
 
(Missing) 135 1.9%
 

Minimum 5 values

ValueCountFrequency (%) 
4.7e-05 1 < 0.1%
 
0.014443 1 < 0.1%
 
0.063396 1 < 0.1%
 
0.46602 1 < 0.1%
 
0.46864 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
2137800 1 < 0.1%
 
361820 1 < 0.1%
 
34443 1 < 0.1%
 
22898 1 < 0.1%
 
20204 1 < 0.1%
 

X61
Highly correlated

This variable is highly correlated with X54 and should be ignored for analysis

Correlation0.9756267533

X62
Highly correlated

This variable is highly correlated with X58 and should be ignored for analysis

Correlation0.9603598692

X63
Highly correlated

This variable is highly correlated with X34 and should be ignored for analysis

Correlation0.9181490041

X64
Highly correlated

This variable is highly correlated with X61 and should be ignored for analysis

Correlation0.9547454624

X7
Highly correlated

This variable is highly correlated with X24 and should be ignored for analysis

Correlation0.972130258

X8
Highly correlated

This variable is highly correlated with X26 and should be ignored for analysis

Correlation0.9410821494

X9
Highly correlated

This variable is highly correlated with X38 and should be ignored for analysis

Correlation0.9121392064

Y
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
0
6756
1
 
271
ValueCountFrequency (%) 
0 6756 96.1%
 
1 271 3.9%
 

Correlations

Missing values

Sample

First rows

X1X10X11X12X13X14X15X16X17X18X19X2X20X21X22X23X24X25X26X27X28X29X3X30X31X32X33X34X35X36X37X38X39X4X40X41X42X43X44X45X46X47X48X49X5X50X51X52X53X54X55X56X57X58X59X6X60X61X62X63X64X7X8X9Y
00.2005500.504940.2497600.6598000.1666000.249760497.4200.7337802.63490.2497600.1494200.37951043.3701.247900.2140200.1199800.4770600.504940.6041101.458201.761505.94430.3964100.117880.14942094.14003.87720.563930.2140201.74100593.27000.505910.1280402.04720.6629500.0514020.128040114.42071.05001.009701.5225049.3940.1853000.11085032.35102.042000.3785400.257922.243702.2480348690.00000.1219600.3971800.878040.0019240.388258.41605.137282.65804.41587.42770.2497601.330501.138900
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20.2486600.304080.3125800.6418400.2443500.309060794.1600.4596101.43690.3090600.2361000.69592073.1331.428300.3026000.189960NaN0.289320.37282086.011001.062704.37490.2671300.419290.238150176.93002.06301.427400.3156501.309002.30190.515370.2411401.55480.3220200.0740200.231170165.51092.38100.948071.0101096.3720.2918100.222930-1.15231.075800.4815200.484741.209802.05046332.70000.2411400.8177400.765990.6948400.000004.99093.9510134.27002.71855.20780.3090600.436951.309000
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40.1873200.386770.1873200.3314700.1218200.1873201133.2000.3221101.63070.1873200.1155300.61323057.045NaN0.1983200.1155300.1873200.386770.3221101.413801.118404.14240.2296000.278840.115530147.04002.48230.323400.1983201.6278011.24700.434890.1223101.40630.2930400.0966800.122310141.62084.57400.739190.9578765.9360.1881100.116010-7.31281.295900.5651100.402851.883902.11843186.60000.1348500.4843100.865150.1244400.187326.39854.3158127.21002.86927.89800.1873200.630701.155900
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70.5323200.972940.69394048.9660001.0602000.65240014.27225.57500036.95700.6524000.9994900.02705939.978NaN0.6712900.815530NaN0.9698021.13700016.158002.509604.24280.705540-0.676251.0003008.157944.742022.031000.0566120.6527350.43000.985780.08673053.954047.9910000.0012691.02840044.4264.44857.4458048.5880043.7740.6316600.967720299.580026.567000.0133230.022353.460703.506412341.00000.0867300.5471300.495210.0131940.000009.130082.05007.450348.99102.32170.65240035.957000.652730
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Last rows

X1X10X11X12X13X14X15X16X17X18X19X2X20X21X22X23X24X25X26X27X28X29X3X30X31X32X33X34X35X36X37X38X39X4X40X41X42X43X44X45X46X47X48X49X5X50X51X52X53X54X55X56X57X58X59X6X60X61X62X63X64X7X8X9Y
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